{"id":"W4410948348","doi":"10.1080/10619127.2025.2483625","title":"Canadian Small Modular Reactor Advancements","year":2025,"lang":"en","type":"article","venue":"Nuclear Physics News","topic":"Graphite, nuclear technology, radiation studies","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nuclear Laboratories","funders":"","keywords":"Modular design; Nuclear engineering; Computer science; Engineering; Operating system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007793404,0.000163864,0.0002110267,0.0001596414,0.0002407274,0.00006744498,0.0003900872,0.00009585903,0.000221438],"category_scores_gemma":[0.00004661486,0.0001728225,0.00006640859,0.0003861419,0.0001095771,0.0001217013,0.0001161534,0.0001457066,0.001313847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002108163,"about_ca_system_score_gemma":0.00007759821,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008236254,"about_ca_topic_score_gemma":0.009841256,"domain_scores_codex":[0.9988852,0.00003264505,0.0001943527,0.0003584175,0.0001319793,0.0003973675],"domain_scores_gemma":[0.9992257,0.00002040665,0.0000776814,0.0005206928,0.00005425469,0.0001012167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003044019,0.0001806724,0.006596379,0.00004710238,0.0001015832,0.00001649982,0.0008766524,0.0001055293,0.7575319,0.1486131,0.04162395,0.04427617],"study_design_scores_gemma":[0.0007018388,0.00006826294,0.009795258,0.00004541954,0.00004703144,0.000001353757,0.0009219742,0.000567953,0.01241887,0.0245574,0.9504142,0.0004603839],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707215,0.000110396,0.00009516684,0.001924137,0.0007190921,0.0002576084,0.00005886409,0.0003575955,0.02575559],"genre_scores_gemma":[0.9953492,0.00004755811,0.001734893,0.0020499,0.00007546565,0.00001197034,0.000007014914,0.00003472876,0.0006893243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9087903,"threshold_uncertainty_score":0.9994637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01255827189724339,"score_gpt":0.231825499350868,"score_spread":0.2192672274536246,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}